guangyizhangbci / PLL-Emotion-EEGView external linksLinks
IEEE Transactions on Affective Computing, 2025
☆24Jun 6, 2025Updated 8 months ago
Alternatives and similar repositories for PLL-Emotion-EEG
Users that are interested in PLL-Emotion-EEG are comparing it to the libraries listed below
Sorting:
- Robust End-to-End Emotion Recognition from ECG using Transformers (2nd Place Winner in EPiC 2023)☆21Oct 5, 2023Updated 2 years ago
- Code for paper MS-MDA: Multisource Marginal Distribution Adaptation for Cross-subject and Cross-session EEG Emotion Recognition☆107Oct 22, 2025Updated 3 months ago
- IEEE Transactions on Affective Computing, 2022☆28Dec 2, 2023Updated 2 years ago
- official implementation of the PR-PL model (arxiv：https://arxiv.org/abs/2202.06509)☆51Jul 3, 2024Updated last year
- This is an implentation of paper GMSS: Graph-Based Multi-Task Self-Supervised Learning for EEG Emotion Recognition☆83Apr 7, 2022Updated 3 years ago
- ☆23Dec 23, 2025Updated last month
- The official code implementation for "DMMR: Cross-Subject Domain Generalization for EEG-Based Emotion Recognition via Denoising Mixed Mut…☆72May 19, 2025Updated 8 months ago
- Emotion recognition base on EEG.☆19Jun 1, 2023Updated 2 years ago
- IEEE Transactions on Emerging Topics in Computational Intelligence☆72Apr 15, 2025Updated 10 months ago
- PyTorch implementation of TSception☆83Jan 31, 2023Updated 3 years ago
- The project uses EEG signals from the DEAP Dataset to classify emotions into 4 classes using Ensembled 1-D CNNs, LSTMs and 2D , 3D CNNs a…☆60Dec 9, 2022Updated 3 years ago
- This is the PyTorch implementation of the FBSTCNet-M architecture for EEG-based emotion classification.☆23Dec 14, 2024Updated last year
- [ACM MM 2023] Multimodal Adaptive Emotion Transformer with Flexible Modality Inputs on A Novel Dataset with Continuous Labels☆67Sep 29, 2025Updated 4 months ago
- Real-time Emotion Recognition using Physiological signals in e-Learning Here one can find the development of realtime emotion recognition…☆24May 18, 2024Updated last year
- The official implementation of the paper "Beyond Mimicking Under-Represented Emotions: Deep Data Augmentation with Emotional Subspace Con…☆35May 7, 2025Updated 9 months ago
- [TNNLS-2025] This is the pytorch implementation of EmT, a graph-transformer for EEG emotion recognition.☆92Jan 8, 2026Updated last month
- [TNNLS-2023] This is the PyTorch implementation of LGGNet.☆127Sep 5, 2023Updated 2 years ago
- This is the official implementation of our work entitled "Multistream Gaze Estimation with Anatomical Eye Region Isolation by Synthetic t…☆29Jun 4, 2024Updated last year
- Use Vision Transformer to generate Emotion Recognition using the DEAP dataset and EEG Signals.☆78Feb 22, 2023Updated 2 years ago
- Code Implementation of paper: Transformers for EEG-Based Emotion Recognition: A Hierarchical Spatial Information Learning Model☆38Jul 24, 2025Updated 6 months ago
- Public Models considered for emotion estimation from EEG☆34Sep 8, 2022Updated 3 years ago
- Official PyTorch repository for multimodal emotion recognition wih hypercomplex models (ICASSPW 2023, RTSI 2024, MLSP 2024)☆90May 15, 2025Updated 9 months ago
- ☆34Mar 16, 2025Updated 11 months ago
- [BIBM2024] MEEG and AT-DGNN: Improving EEG Emotion Recognition with Music Introducing and Graph-based Learning☆96Apr 22, 2025Updated 9 months ago
- This Python project aims to predict emotions in individuals based on EEG-based data SEED-IV. The project utilizes transfer learning techn…☆13Aug 29, 2023Updated 2 years ago
- [IEEE J-BHI-2024] The PyTorch implementation of MASA-TCN☆47Dec 30, 2024Updated last year
- Multimodal Medical Data Analysis☆11Jan 16, 2024Updated 2 years ago
- Using CNN-LSTM for emotion recognition based on EEG signals☆12May 2, 2023Updated 2 years ago
- ☆10May 10, 2024Updated last year
- This repository is for task-incremental-learning in LiDAR-based 3D object detection.☆11May 4, 2021Updated 4 years ago
- The code for "EEG-based Emotion Recognition Using Convolutional Neural Network with Functional Connections"☆13Dec 8, 2020Updated 5 years ago
- Hybrid Sequential Forward Channel Selection (HSFCS)☆10Jan 11, 2024Updated 2 years ago
- Code for paper - H. Pan, D. Temel and G. AlRegib, "HeartBEAT: Heart beat estimation through adaptive tracking," 2016 IEEE-EMBS Internatio…☆11Mar 31, 2019Updated 6 years ago
- This is the code for the paper Signals to Spikes for Neuromorphic Regulated Reservoir Computing and EMG Hand Gesture Recognition☆12Mar 15, 2022Updated 3 years ago
- This repository contains the tensorflow implementation for the paper: "Emotion Recognition from Multi-Channel EEG through Parallel Convol…☆47Oct 25, 2019Updated 6 years ago
- Pytorch implementation for "Dynamic Instance Domain Adaptation" (DIDA-Net, accepted to IEEE T-IP).☆12May 6, 2024Updated last year
- Perform EEG Channel selection with Gumbel-softmax☆14Jan 5, 2021Updated 5 years ago
- Using Capsule Network for EEG emotion classification using Digit-Caps model☆11Apr 30, 2023Updated 2 years ago
- Source code for the paper 'Camera-based Recovery of Cardiovascular Signals from Unconstrained Face Videos Using an Attention Network'☆15Jun 23, 2023Updated 2 years ago